B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
98%
98% -- buy box win rate for Neato 2P client portfolios on Amazon (2026)
Brands operating under Neato's 2P model achieve a 98%+ Buy Box rate across portfolios on Amazon.
- Represents portfolio results across brands operating under Neato's 2P model
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
98%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Neato
Primary
Tier A
https://neato.com/blog/what-is-the-2p-ecommerce-model-the-definitive-guide-for-cpg-brands ↗
Source Article
What Is the 2P eCommerce Model? The Definitive Guide for CPG Brands ⎮ Neato
Amazon gave CPG brands two options for a decade. Both are broken.
1P (Vendor Central): Amazon buys your product and resells it. Simple — until Amazon cuts your margins, changes your pricing, or terminates your account with a form letter.
3P (Seller Central): You sell directly on Amazon’s marketplace…
Original Research
Neato
· Original study ↗
Methodology
Neato portfolio benchmark; article notes unmanaged listings typically achieve 50-70%
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Neato 2P client portfolios on Amazon: 98% buy box win rate. Source: Neato (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/neato-2p-buy-box-rate-benchmark
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<blockquote cite="https://lighthousedata.io/data/neato-2p-buy-box-rate-benchmark" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>98%</strong> -- buy box win rate for Neato 2P client portfolios on Amazon<br><small>Source: Neato (2026) · <a href="https://lighthousedata.io/data/neato-2p-buy-box-rate-benchmark" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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